{"id":"W2789917544","doi":"10.1097/pec.0000000000001394","title":"Childhood Drowning","year":2018,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Near Drowning; Cardiopulmonary resuscitation; Retrospective cohort study; Poison control; Pediatrics; Injury prevention; Emergency medicine; Intensive care unit; Cohort; Emergency department; Intensive care; Resuscitation; Medical emergency; Surgery; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001947061,0.0001011848,0.0001642911,0.00009756974,0.0001493031,0.000001211621,0.00006204792,0.0001224084,0.003637483],"category_scores_gemma":[0.000248008,0.00009010697,0.0001244642,0.0002653771,0.00002235162,0.00004729658,0.00002772206,0.0001596505,0.0006457345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000225928,"about_ca_system_score_gemma":0.00005864042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450782,"about_ca_topic_score_gemma":0.000007893341,"domain_scores_codex":[0.9991276,0.00005792235,0.0002649767,0.0002139744,0.0001068663,0.0002286387],"domain_scores_gemma":[0.9994342,0.00001845995,0.00007298584,0.0002098567,0.0001794712,0.00008505218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002919038,0.00003937904,0.9533694,0.00008360462,0.00002419357,0.000005381598,0.001552721,3.202457e-7,0.00005943805,0.000293229,0.03961555,0.004927587],"study_design_scores_gemma":[0.0004360154,0.0005292295,0.9828754,0.000008924955,0.0003633322,0.00002263405,0.0003255169,0.00001024029,0.0002625315,0.001070154,0.01391579,0.0001802135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338942,0.005700814,0.0003370038,0.0002706783,0.002188183,0.0002003153,0.000007597268,0.0001151053,0.05728615],"genre_scores_gemma":[0.9918749,0.0009673887,0.0007003842,0.0001985382,0.005004148,0.00001211363,0.000065206,0.00001437485,0.001162894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05798079,"threshold_uncertainty_score":0.9972733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348392873016457,"score_gpt":0.3137279068698135,"score_spread":0.3002439781396489,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}